Model-Free Feature Screening for Ultrahigh Dimensional Discriminant Analysis

Journal of the American Statistical Association ◽

10.1080/01621459.2014.920256 ◽

2015 ◽

Vol 110 (510) ◽

pp. 630-641 ◽

Author(s):

Hengjian Cui ◽

Runze Li ◽

Wei Zhong

Keyword(s):

Discriminant Analysis ◽

Feature Screening ◽

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Model free feature screening for ultrahigh dimensional covariates with right censored outcomes

Communications in Statistics - Simulation and Computation ◽

10.1080/03610918.2020.1775848 ◽

2020 ◽

pp. 1-13

Author(s):

Fengli Song ◽

Peng Lai ◽

Baohua Shen ◽

Lianhua Zhu

Keyword(s):

Feature Screening ◽

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Model-free feature screening for ultrahigh dimensional censored regression

Statistics and Computing ◽

10.1007/s11222-016-9664-z ◽

2016 ◽

Vol 27 (4) ◽

pp. 947-961 ◽

Author(s):

Tingyou Zhou ◽

Liping Zhu

Keyword(s):

Censored Regression ◽

Feature Screening ◽

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Model-Free Feature Screening for Ultrahigh-Dimensional Data

Journal of the American Statistical Association ◽

10.1198/jasa.2011.tm10563 ◽

2011 ◽

Vol 106 (496) ◽

pp. 1464-1475 ◽

Author(s):

Li-Ping Zhu ◽

Lexin Li ◽

Runze Li ◽

Li-Xing Zhu

Keyword(s):

Feature Screening ◽

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Model-free conditional feature screening with exposure variables

Statistics and Its Interface ◽

10.4310/sii.2019.v12.n2.a5 ◽

2019 ◽

Vol 12 (2) ◽

pp. 239-251

Author(s):

Yeqing Zhou ◽

Jingyuan Liu ◽

Zhihui Hao ◽

Liping Zhu

Keyword(s):

Feature Screening ◽

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A New Model-Free Feature Screening Procedure for Ultrahigh-Dimensional Interval-Censored Failure Time Data

Statistica Sinica ◽

10.5705/ss.202020.0174 ◽

2023 ◽

Author(s):

Jing Zhang ◽

Mingyue Du ◽

Yanyan Liu ◽

Jianguo Sun

Keyword(s):

Failure Time ◽

Screening Procedure ◽

Failure Time Data ◽

Time Data ◽

Feature Screening ◽

New Model ◽

Interval Censored

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Robust model-free feature screening based on modified Hoeffding measure for ultra-high dimensional data

Statistics and Its Interface ◽

10.4310/sii.2018.v11.n3.a10 ◽

2018 ◽

Vol 11 (3) ◽

pp. 473-489 ◽

Author(s):

Yuan Yu ◽

Di He ◽

Yong Zhou

Keyword(s):

High Dimensional Data ◽

High Dimensional ◽

Feature Screening ◽

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How to Make Model-free Feature Screening Approaches for Full Data Applicable to the Case of Missing Response?

Scandinavian Journal of Statistics ◽

10.1111/sjos.12290 ◽

2017 ◽

Vol 45 (2) ◽

pp. 324-346 ◽

Author(s):

Qihua Wang ◽

Yongjin Li

Keyword(s):

Full Data ◽

Feature Screening ◽

Missing Response ◽

Screening Approaches

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Model-Free Feature Screening and FDR Control With Knockoff Features

Journal of the American Statistical Association ◽

10.1080/01621459.2020.1783274 ◽

2020 ◽

pp. 1-16

Author(s):

Wanjun Liu ◽

Yuan Ke ◽

Jingyuan Liu ◽

Runze Li

Keyword(s):

Feature Screening ◽

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Model-free feature screening via distance correlation for ultrahigh dimensional survival data

Statistical Papers ◽

10.1007/s00362-020-01210-3 ◽

2020 ◽

Author(s):

Jing Zhang ◽

Yanyan Liu ◽

Hengjian Cui

Keyword(s):

Survival Data ◽

Feature Screening ◽

Distance Correlation ◽

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Model-free feature screening via a modified composite quantile correlation

Journal of Statistical Planning and Inference ◽

10.1016/j.jspi.2017.03.006 ◽

2017 ◽

Vol 188 ◽

pp. 22-35

Author(s):

Kai Xu

Keyword(s):

Feature Screening ◽

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